Advanced User interfaces for contextual modeling A system for Direct Improvements & Enhancements System

Publication ID: 26-US11886680B1_0001_PTD
Published: January 17, 2026
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “Advanced User interfaces for contextual modeling A system for Direct Improvements & Enhancements System,” Published Technical Disclosure No. 26-US11886680B1_0001_PTD, Published January 17, 2026, available at https://archive.pr1or.art/26-US11886680B1_0001_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 118,866,801.

Summary of the Inventive Concept

A sophisticated User interfaces for contextual modeling A system for solution that integrates direct improvements & enhancements methodologies to address specific technical challenges in User domain.

Background and Problem Solved

The original User interfaces for contextual modeling A system for patent addresses fundamental functionality that can be enhanced through direct improvements & enhancements approaches to improve performance and expand capabilities. The inventive concept solves the limitations of the original patent by incorporating novel direct improvements & enhancements components, mechanisms, and implementation details to optimize its technical capabilities.

Detailed Description of the Inventive Concept

A comprehensive technical system that implements direct improvements & enhancements enhancements to the original User interfaces for contextual modeling A system for technology. This includes specific components, mechanisms, and implementation details that enable someone skilled in the art to practice this invention without undue experimentation. The system is designed to improve upon the original patent functionality by integrating advanced direct improvements & enhancements methodologies, enhancing overall performance, and expanding technical capabilities.

Novelty and Inventive Step

The inventive concept presents a non-obvious improvement over the original patent by incorporating novel direct improvements & enhancements components, mechanisms, and implementation details that are not taught or suggested by the original patent. The inventive concept's technical contributions lie in its ability to optimize the original patent's technical capabilities through direct improvements & enhancements, making it a non-obvious modification.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include implementing direct improvements & enhancements methodologies through software-based solutions, integrating with existing systems, or utilizing machine learning algorithms to further enhance the technical capabilities of the original patent.

Potential Commercial Applications and Market

The Advanced User interfaces for contextual modeling A system for Direct Improvements & Enhancements System has significant commercial potential in the financial services industry, particularly in electronic loan application management, where optimizing technical capabilities and performance can lead to increased efficiency, reduced costs, and improved customer experiences.

CPC Classifications

SectionClassGroup
G G06 G06F3/0481
G G06 G06Q40/03

Field of Art

Financial technology and user interface design for loan application management systems, involving software interfaces for financial transaction processing and contextual information display

Person of Ordinary Skill (PHOSITA) Profile

A software engineer with expertise in financial application design, user experience optimization, and interface development, possessing knowledge of web-based financial transaction systems and UI/UX design principles

Obviousness Rationale

A person having ordinary skill in the art would recognize that the PTD's proposed direct improvements and enhancements represent predictable variations of the source patent's core loan application interface technology. The disclosed modifications follow standard design optimization techniques common in financial software development. The PTD's alternative embodiments and implementation approaches would be considered routine extensions of the existing patent's technical framework.

Obvious Combinations & Variations

Source Patent Element
Loan information pane listing financial transaction details and status indicators
PTD Variation
Implementing machine learning algorithms to dynamically optimize information display and status tracking
Obviousness Reasoning
Integrating machine learning for interface optimization is a known technique in software design, representing a predictable application of existing technological capabilities
Source Patent Element
Action pane listing upcoming loan transaction actions
PTD Variation
Adding adaptive scheduling and automated workflow recommendations based on transaction context
Obviousness Reasoning
Enhancing action tracking with intelligent recommendations is a standard design improvement in financial software systems
Source Patent Element
Assets pane listing transaction-related assets with status indicators
PTD Variation
Implementing real-time collaborative editing and multi-user asset tracking features
Obviousness Reasoning
Extending single-user interfaces to collaborative environments is a common and predictable software design evolution
Source Patent Element
Loan application interface with item evaluation capabilities
PTD Variation
Integrating advanced data visualization techniques for presenting item evaluations and failure reasons
Obviousness Reasoning
Improving data presentation through enhanced visualization is a routine design optimization in technical interface development
Source Patent Element
Electronic loan application management system
PTD Variation
Implementing cross-platform compatibility and responsive design for multiple device interfaces
Obviousness Reasoning
Extending software functionality to support multiple platforms is a standard and predictable technological progression
35 U.S.C. § 103 Summary: Based on the teachings of US Patent US11886680B1 and the published technical disclosure, a person having ordinary skill in the art would find the proposed variations obvious and predictable extensions of existing loan application interface technologies. The disclosed improvements represent routine design optimizations that would be apparent to a skilled practitioner without requiring inventive insight, thus rendering potential claims covering similar technical approaches obvious under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 118,866,801
TitleUser interfaces for contextual modeling for electronic loan applications